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Let A,B and C be three events, which are...

Let A,B and C be three events, which are pair-wise independent and `bar(E )` denotes the complement of an event E. If `P (A nn B nn C) = 0 and PC) gt 0`, then `P[(bar(A) nn bar(B)) |C]` is equal to :

A

`P(A) + P (bar(B))`

B

`P(bar(A)) - P (bar(B))`

C

`P(bar(A)) P (B)`

D

`P(bar(A)) + P (bar(B))`

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The correct Answer is:
To solve the problem, we need to find \( P(\bar{A} \cap \bar{B} | C) \) given that events A, B, and C are pairwise independent and \( P(A \cap B \cap C) = 0 \) with \( P(C) > 0 \). ### Step-by-Step Solution: 1. **Understanding the Problem**: We need to find the conditional probability \( P(\bar{A} \cap \bar{B} | C) \). By the definition of conditional probability, we have: \[ P(\bar{A} \cap \bar{B} | C) = \frac{P(\bar{A} \cap \bar{B} \cap C)}{P(C)} \] **Hint**: Remember that conditional probability is defined as the probability of the intersection of events divided by the probability of the conditioning event. 2. **Using Independence**: Since A, B, and C are pairwise independent, we can express the probabilities of the complements: \[ P(\bar{A} \cap \bar{B} \cap C) = P(\bar{A}) \cdot P(\bar{B}) \cdot P(C) \] **Hint**: For independent events, the probability of the intersection is the product of their probabilities. 3. **Calculating Complements**: The probabilities of the complements can be expressed as: \[ P(\bar{A}) = 1 - P(A) \quad \text{and} \quad P(\bar{B}) = 1 - P(B) \] **Hint**: Remember that the probability of the complement of an event is equal to 1 minus the probability of the event itself. 4. **Substituting Back**: Now substitute these into the equation for \( P(\bar{A} \cap \bar{B} \cap C) \): \[ P(\bar{A} \cap \bar{B} \cap C) = (1 - P(A))(1 - P(B))P(C) \] **Hint**: Keep track of the terms while substituting to avoid mistakes. 5. **Final Expression for Conditional Probability**: Now substitute this back into the expression for conditional probability: \[ P(\bar{A} \cap \bar{B} | C) = \frac{(1 - P(A))(1 - P(B))P(C)}{P(C)} \] **Hint**: Notice that \( P(C) \) cancels out in the numerator and denominator. 6. **Simplifying the Expression**: After cancellation, we have: \[ P(\bar{A} \cap \bar{B} | C) = (1 - P(A))(1 - P(B)) \] **Hint**: This is a product of the probabilities of the complements of A and B. ### Conclusion: Thus, the final answer is: \[ P(\bar{A} \cap \bar{B} | C) = (1 - P(A))(1 - P(B)) \]
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